table for svyglm.object (survey package).
svyregress.display(svyglm.obj, decimal = 2)
| svyglm.obj | svyglm.object |
|---|---|
| decimal | digit, Default: 2 |
table
DETAILS
library(survey) data(api) apistrat$tt <- c(rep(1, 20), rep(0, nrow(apistrat) - 20)) dstrat <- svydesign(id = ~1, strata = ~stype, weights = ~pw, data = apistrat, fpc = ~fpc) ds <- svyglm(api00 ~ ell + meals + cname + mobility, design = dstrat) ds2 <- svyglm(tt ~ ell + meals + cname + mobility, design = dstrat, family = quasibinomial()) svyregress.display(ds)#> $first.line #> [1] "Linear regression predicting api00- weighted data\n" #> #> $table #> crude coeff.(95%CI) crude P value #> ell "-3.73 (-4.36,-3.1)" "< 0.001" #> meals "-3.38 (-3.71,-3.05)" "< 0.001" #> cname: ref.=Alameda NA NA #> Amador "47.84 (-53.49,149.17)" "0.353" #> Butte "-68.16 (-169.49,33.17)" "0.186" #> Colusa "-143.16 (-244.49,-41.83)" "0.006" #> Contra Costa "83.73 (-39.36,206.83)" "0.181" #> El Dorado "28.65 (-83.24,140.54)" "0.614" #> Fresno "-141.53 (-264.88,-18.17)" "0.025" #> Humboldt "16.84 (-84.49,118.17)" "0.743" #> Inyo "-15.72 (-120.44,88.99)" "0.767" #> Kern "-16.93 (-163.64,129.79)" "0.82" #> Kings "-166.16 (-267.49,-64.83)" "0.001" #> Los Angeles "-61.65 (-171.75,48.45)" "0.27" #> Marin "136.85 (13.38,260.32)" "0.03" #> Mariposa "10.84 (-90.49,112.17)" "0.833" #> Mendocino "-63.14 (-164.48,38.2)" "0.22" #> Merced "-124.3 (-227.34,-21.27)" "0.018" #> Monterey "-32.33 (-182.66,118)" "0.672" #> Napa "-35.16 (-136.49,66.17)" "0.494" #> Orange "15.8 (-108.91,140.51)" "0.803" #> Placer "111.2 (-25.13,247.52)" "0.109" #> Riverside "-104.26 (-209.26,0.74)" "0.052" #> Sacramento "-3.86 (-147.46,139.74)" "0.958" #> San Bernardino "-127.61 (-247.75,-7.47)" "0.038" #> San Diego "8.96 (-111.2,129.12)" "0.883" #> San Francisco "-163.11 (-273.5,-52.71)" "0.004" #> San Joaquin "-2.07 (-107.4,103.26)" "0.969" #> San Mateo "79.45 (-99.46,258.37)" "0.382" #> Santa Barbara "47.84 (-53.49,149.17)" "0.353" #> Santa Clara "-31.04 (-166.54,104.46)" "0.652" #> Santa Cruz "57.37 (-44.27,159.01)" "0.267" #> Shasta "-32.66 (-152.79,87.47)" "0.592" #> Siskiyou "84.84 (-16.49,186.17)" "0.1" #> Solano "48.84 (-52.49,150.17)" "0.343" #> Sonoma "52.84 (-91.64,197.32)" "0.471" #> Stanislaus "16.84 (-84.49,118.17)" "0.743" #> Tehama "69.84 (-31.49,171.17)" "0.175" #> Tulare "-68.08 (-190.59,54.43)" "0.274" #> Tuolumne "17.84 (-83.49,119.17)" "0.729" #> Ventura "12.01 (-106.92,130.95)" "0.842" #> Yolo "-76.14 (-185.69,33.41)" "0.172" #> mobility "-1.43 (-3.31,0.46)" "0.137" #> adj. coeff.(95%CI) adj. P value #> ell "-0.7 (-1.53,0.13)" "0.098" #> meals "-3.28 (-3.96,-2.61)" "< 0.001" #> cname: ref.=Alameda NA NA #> Amador "-49.07 (-109.23,11.09)" "0.109" #> Butte "-16.79 (-84.61,51.02)" "0.625" #> Colusa "-34.66 (-97.79,28.48)" "0.28" #> Contra Costa "-2.19 (-83.17,78.78)" "0.957" #> El Dorado "-67.35 (-128.41,-6.28)" "0.031" #> Fresno "38.63 (-44.56,121.82)" "0.36" #> Humboldt "-109.43 (-169.07,-49.78)" "< 0.001" #> Inyo "-34.13 (-113.71,45.44)" "0.398" #> Kern "4.97 (-69.46,79.41)" "0.895" #> Kings "-52.63 (-124.98,19.71)" "0.153" #> Los Angeles "19.3 (-51.04,89.64)" "0.589" #> Marin "11.3 (-86.99,109.59)" "0.821" #> Mariposa "-82.79 (-143.03,-22.55)" "0.007" #> Mendocino "11.5 (-106.47,129.48)" "0.848" #> Merced "-13.49 (-91.91,64.92)" "0.734" #> Monterey "-18.77 (-101.81,64.26)" "0.656" #> Napa "-49.01 (-112.2,14.17)" "0.127" #> Orange "60.48 (-7.1,128.07)" "0.079" #> Placer "9.52 (-75.32,94.36)" "0.825" #> Riverside "-54.71 (-129.67,20.24)" "0.151" #> Sacramento "-24 (-108.83,60.83)" "0.577" #> San Bernardino "-48.23 (-125.31,28.85)" "0.218" #> San Diego "19.4 (-45.67,84.46)" "0.557" #> San Francisco "-120.99 (-231.88,-10.11)" "0.033" #> San Joaquin "-45.96 (-114.44,22.53)" "0.187" #> San Mateo "-21.33 (-142.11,99.45)" "0.728" #> Santa Barbara "-13.77 (-72.62,45.07)" "0.644" #> Santa Clara "-8.5 (-87.85,70.85)" "0.833" #> Santa Cruz "-20.97 (-85.44,43.49)" "0.521" #> Shasta "75.84 (-30.77,182.45)" "0.162" #> Siskiyou "42.2 (-21.83,106.22)" "0.195" #> Solano "23.63 (-41.34,88.61)" "0.474" #> Sonoma "14.9 (-66.17,95.97)" "0.717" #> Stanislaus "-100.63 (-160.58,-40.68)" "0.001" #> Tehama "103.99 (35.05,172.92)" "0.003" #> Tulare "19 (-55.28,93.28)" "0.614" #> Tuolumne "-55.71 (-116.25,4.83)" "0.071" #> Ventura "-4.67 (-69.02,59.67)" "0.886" #> Yolo "16.23 (-85.63,118.09)" "0.753" #> mobility "0.19 (-0.61,1)" "0.638" #> #> $last.lines #> [1] "No. of observations = 200\nAIC value = 2333.5397\n\n" #> #> attr(,"class") #> [1] "display" "list"svyregress.display(ds2)#> $first.line #> [1] "Logistic regression predicting tt- weighted data\n" #> #> $table #> crude OR.(95%CI) crude P value adj. OR.(95%CI) #> ell "1.02 (1,1.05)" "0.047" "1.04 (1,1.09)" #> meals "1.01 (0.99,1.03)" "0.255" "0.98 (0.95,1.01)" #> cname: ref.=Alameda NA NA NA #> Amador "0 (0,0)" "< 0.001" "0 (0,0)" #> Butte "0 (0,0)" "< 0.001" "0 (0,0)" #> Colusa "0 (0,0)" "< 0.001" "0 (0,0)" #> Contra Costa "0 (0,0)" "< 0.001" "0 (0,0)" #> El Dorado "0 (0,0)" "< 0.001" "0 (0,0)" #> Fresno "1.74 (0.11,26.38)" "0.687" "1.68 (0.07,39.4)" #> Humboldt "0 (0,0)" "< 0.001" "0 (0,0)" #> Inyo "0 (0,0)" "< 0.001" "0 (0,0)" #> Kern "1.73 (0.09,34.02)" "0.717" "3.33 (0.14,78.77)" #> Kings "0 (0,0)" "< 0.001" "0 (0,0)" #> Los Angeles "1.86 (0.18,18.87)" "0.598" "2.47 (0.18,33.67)" #> Marin "0 (0,0)" "< 0.001" "0 (0,0)" #> Mariposa "0 (0,0)" "< 0.001" "0 (0,0)" #> Mendocino "0 (0,0)" "< 0.001" "0 (0,0)" #> Merced "0 (0,0)" "< 0.001" "0 (0,0)" #> Monterey "0 (0,0)" "< 0.001" "0 (0,0)" #> Napa "0 (0,0)" "< 0.001" "0 (0,0)" #> Orange "1.58 (0.11,22.68)" "0.734" "1 (0.06,15.93)" #> Placer "0 (0,0)" "< 0.001" "0 (0,0)" #> Riverside "2.95 (0.22,38.83)" "0.408" "4.62 (0.22,96.35)" #> Sacramento "0 (0,0)" "< 0.001" "0 (0,0)" #> San Bernardino "0.74 (0.04,14.5)" "0.839" "1.07 (0.04,28.12)" #> San Diego "3.89 (0.29,52.76)" "0.306" "5.28 (0.35,80.31)" #> San Francisco "0 (0,0)" "< 0.001" "0 (0,0)" #> San Joaquin "0 (0,0)" "< 0.001" "0 (0,0)" #> San Mateo "0 (0,0)" "< 0.001" "0 (0,0)" #> Santa Barbara "0 (0,0)" "< 0.001" "0 (0,0)" #> Santa Clara "0 (0,0)" "< 0.001" "0 (0,0)" #> Santa Cruz "0 (0,0)" "< 0.001" "0 (0,0)" #> Shasta "0 (0,0)" "< 0.001" "0 (0,0)" #> Siskiyou "0 (0,0)" "< 0.001" "0 (0,0)" #> Solano "0 (0,0)" "< 0.001" "0 (0,0)" #> Sonoma "0 (0,0)" "< 0.001" "0 (0,0)" #> Stanislaus "0 (0,0)" "< 0.001" "0 (0,0)" #> Tehama "0 (0,0)" "< 0.001" "0 (0,0)" #> Tulare "0 (0,0)" "< 0.001" "0 (0,0)" #> Tuolumne "0 (0,0)" "< 0.001" "0 (0,0)" #> Ventura "7.01 (0.55,90.15)" "0.134" "9.68 (0.58,161.79)" #> Yolo "0 (0,0)" "< 0.001" "0 (0,0)" #> mobility "1.01 (0.98,1.03)" "0.506" "1 (0.97,1.04)" #> adj. P value #> ell "0.061" #> meals "0.182" #> cname: ref.=Alameda NA #> Amador "< 0.001" #> Butte "< 0.001" #> Colusa "< 0.001" #> Contra Costa "< 0.001" #> El Dorado "< 0.001" #> Fresno "0.747" #> Humboldt "< 0.001" #> Inyo "< 0.001" #> Kern "0.454" #> Kings "< 0.001" #> Los Angeles "0.494" #> Marin "< 0.001" #> Mariposa "< 0.001" #> Mendocino "< 0.001" #> Merced "< 0.001" #> Monterey "< 0.001" #> Napa "< 0.001" #> Orange "0.998" #> Placer "< 0.001" #> Riverside "0.321" #> Sacramento "< 0.001" #> San Bernardino "0.969" #> San Diego "0.229" #> San Francisco "< 0.001" #> San Joaquin "< 0.001" #> San Mateo "< 0.001" #> Santa Barbara "< 0.001" #> Santa Clara "< 0.001" #> Santa Cruz "< 0.001" #> Shasta "< 0.001" #> Siskiyou "< 0.001" #> Solano "< 0.001" #> Sonoma "< 0.001" #> Stanislaus "< 0.001" #> Tehama "< 0.001" #> Tulare "< 0.001" #> Tuolumne "< 0.001" #> Ventura "0.113" #> Yolo "< 0.001" #> mobility "0.787" #> #> $last.lines #> [1] "No. of observations = 200\n\n" #> #> attr(,"class") #> [1] "display" "list"